乌干达罗布斯塔种植区选定农业气象变量的动态和关联

IF 5.9 1区 农林科学 Q1 AGRONOMY
Ronald Ssembajwe , Catherine Mulinde , Saul D. Ddumba , Godfrey H. Kagezi , Ronald Opio , Judith Kobusinge , Frank Mugagga , Yazidi Bamutaze , Anthony Gidudu , Geoffrey Arinaitwe , Mihai Voda
{"title":"乌干达罗布斯塔种植区选定农业气象变量的动态和关联","authors":"Ronald Ssembajwe ,&nbsp;Catherine Mulinde ,&nbsp;Saul D. Ddumba ,&nbsp;Godfrey H. Kagezi ,&nbsp;Ronald Opio ,&nbsp;Judith Kobusinge ,&nbsp;Frank Mugagga ,&nbsp;Yazidi Bamutaze ,&nbsp;Anthony Gidudu ,&nbsp;Geoffrey Arinaitwe ,&nbsp;Mihai Voda","doi":"10.1016/j.agwat.2024.109257","DOIUrl":null,"url":null,"abstract":"<div><div>As climate variability increases with extremes becoming more frequent, the pressure on agriculture only intensifies. A better understanding of the dynamics of direct climate drivers of agricultural productivity is therefore sought. This study aimed to analyze the long-term and recent spatiotemporal trends and associations of selected agrometeorological variables in Robusta Coffee growing regions (RCGR) of Uganda for the period 1980–2021. We employed novel trend test and signal decomposition methods along with machine learning and correlation methods. Results show significantly increasing trends in monthly Vapor Pressure Deficit (VPD) in Amolatar, Kabale and Mbale while, Arua, Kituza and Masindi had decreasing trends. Additionally, significantly decreasing trends in Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) except for Masindi, Abim and Amolatar districts in Kyoga basin were observed. However, there were generally no trends in Climate Water Balance (CWB) and Actual Evapotranspiration (AET) over the study region at 5 % level of significance. BEAST results revealed significant changes in Mbale’s seasonal AET, abrupt changes in both trends and seasons of Kituza AET since 1982 with 10 % chances of occurrence, trend anomalies in Amolatar VPD since 2009. Furthermore, significantly decreasing and increasing trends in Potential Evapotranspiration (PET) and NPP respectively were observed across 70 % of the RCGR. El-Nino/Southern Oscillations accounted for only 2.5 % of the variance in PET. Strong negative and positive associations were observed between PET and NPP in the Northern sub region and Mid-Eastern stretch respectively. Therefore, urgent interventions in form of seasonal schedule restructuring and optimal irrigation use and management to increase productivity especially in areas where CWB is below 0 for over 3 months, offset the increasing VPD and as well effectively manage pest and diseases are recommended.</div></div>","PeriodicalId":7634,"journal":{"name":"Agricultural Water Management","volume":"307 ","pages":"Article 109257"},"PeriodicalIF":5.9000,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Dynamics and associations of selected agrometeorological variables in Robusta growing regions of Uganda\",\"authors\":\"Ronald Ssembajwe ,&nbsp;Catherine Mulinde ,&nbsp;Saul D. Ddumba ,&nbsp;Godfrey H. Kagezi ,&nbsp;Ronald Opio ,&nbsp;Judith Kobusinge ,&nbsp;Frank Mugagga ,&nbsp;Yazidi Bamutaze ,&nbsp;Anthony Gidudu ,&nbsp;Geoffrey Arinaitwe ,&nbsp;Mihai Voda\",\"doi\":\"10.1016/j.agwat.2024.109257\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>As climate variability increases with extremes becoming more frequent, the pressure on agriculture only intensifies. A better understanding of the dynamics of direct climate drivers of agricultural productivity is therefore sought. This study aimed to analyze the long-term and recent spatiotemporal trends and associations of selected agrometeorological variables in Robusta Coffee growing regions (RCGR) of Uganda for the period 1980–2021. We employed novel trend test and signal decomposition methods along with machine learning and correlation methods. Results show significantly increasing trends in monthly Vapor Pressure Deficit (VPD) in Amolatar, Kabale and Mbale while, Arua, Kituza and Masindi had decreasing trends. Additionally, significantly decreasing trends in Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) except for Masindi, Abim and Amolatar districts in Kyoga basin were observed. However, there were generally no trends in Climate Water Balance (CWB) and Actual Evapotranspiration (AET) over the study region at 5 % level of significance. BEAST results revealed significant changes in Mbale’s seasonal AET, abrupt changes in both trends and seasons of Kituza AET since 1982 with 10 % chances of occurrence, trend anomalies in Amolatar VPD since 2009. Furthermore, significantly decreasing and increasing trends in Potential Evapotranspiration (PET) and NPP respectively were observed across 70 % of the RCGR. El-Nino/Southern Oscillations accounted for only 2.5 % of the variance in PET. Strong negative and positive associations were observed between PET and NPP in the Northern sub region and Mid-Eastern stretch respectively. Therefore, urgent interventions in form of seasonal schedule restructuring and optimal irrigation use and management to increase productivity especially in areas where CWB is below 0 for over 3 months, offset the increasing VPD and as well effectively manage pest and diseases are recommended.</div></div>\",\"PeriodicalId\":7634,\"journal\":{\"name\":\"Agricultural Water Management\",\"volume\":\"307 \",\"pages\":\"Article 109257\"},\"PeriodicalIF\":5.9000,\"publicationDate\":\"2025-02-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Agricultural Water Management\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0378377424005936\",\"RegionNum\":1,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"AGRONOMY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Agricultural Water Management","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0378377424005936","RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRONOMY","Score":null,"Total":0}
引用次数: 0

摘要

随着气候变异性的增加,极端天气变得更加频繁,农业面临的压力只会加剧。因此,需要更好地了解农业生产力的直接气候驱动因素的动态。本研究旨在分析1980-2021年乌干达罗布斯塔咖啡种植区(RCGR)选定农业气象变量的长期和近期时空趋势和关联。我们采用了新的趋势检验和信号分解方法以及机器学习和相关方法。结果表明,Amolatar、Kabale和Mbale的月水汽压差(VPD)呈显著上升趋势,而Arua、Kituza和Masindi的月水汽压差呈下降趋势。此外,除Masindi、Abim和Amolatar地区外,Kyoga盆地吸收光合有效辐射分数(FAPAR)呈显著下降趋势。气候水平衡(CWB)和实际蒸散发(AET)在5 %的显著水平上基本没有变化趋势。BEAST结果显示,Mbale的季节性AET变化显著,Kituza的AET趋势和季节都发生突变,发生概率为10 %,Amolatar VPD自2009年以来出现趋势异常。潜在蒸散量(PET)和NPP分别在70% %的区域呈显著减少和增加趋势。厄尔尼诺/南方涛动仅占PET方差的2.5 %。在北部亚区和中东部伸展区,PET和NPP分别呈显著的负相关和正相关。因此,建议采取紧急干预措施,调整季节性计划和优化灌溉利用和管理,以提高生产力,特别是在CWB低于0超过3个月的地区,抵消不断增加的VPD,并有效地管理病虫害。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamics and associations of selected agrometeorological variables in Robusta growing regions of Uganda
As climate variability increases with extremes becoming more frequent, the pressure on agriculture only intensifies. A better understanding of the dynamics of direct climate drivers of agricultural productivity is therefore sought. This study aimed to analyze the long-term and recent spatiotemporal trends and associations of selected agrometeorological variables in Robusta Coffee growing regions (RCGR) of Uganda for the period 1980–2021. We employed novel trend test and signal decomposition methods along with machine learning and correlation methods. Results show significantly increasing trends in monthly Vapor Pressure Deficit (VPD) in Amolatar, Kabale and Mbale while, Arua, Kituza and Masindi had decreasing trends. Additionally, significantly decreasing trends in Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) except for Masindi, Abim and Amolatar districts in Kyoga basin were observed. However, there were generally no trends in Climate Water Balance (CWB) and Actual Evapotranspiration (AET) over the study region at 5 % level of significance. BEAST results revealed significant changes in Mbale’s seasonal AET, abrupt changes in both trends and seasons of Kituza AET since 1982 with 10 % chances of occurrence, trend anomalies in Amolatar VPD since 2009. Furthermore, significantly decreasing and increasing trends in Potential Evapotranspiration (PET) and NPP respectively were observed across 70 % of the RCGR. El-Nino/Southern Oscillations accounted for only 2.5 % of the variance in PET. Strong negative and positive associations were observed between PET and NPP in the Northern sub region and Mid-Eastern stretch respectively. Therefore, urgent interventions in form of seasonal schedule restructuring and optimal irrigation use and management to increase productivity especially in areas where CWB is below 0 for over 3 months, offset the increasing VPD and as well effectively manage pest and diseases are recommended.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Agricultural Water Management
Agricultural Water Management 农林科学-农艺学
CiteScore
12.10
自引率
14.90%
发文量
648
审稿时长
4.9 months
期刊介绍: Agricultural Water Management publishes papers of international significance relating to the science, economics, and policy of agricultural water management. In all cases, manuscripts must address implications and provide insight regarding agricultural water management.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信